
MCP Decoded: The Protocol That Makes AI Systems Talk
For all their intelligence, Large Language Models (LLMs) like Claude, GPT-4, or Gemini have been living in isolation. They are trapped in their own interfaces (the “chat box”). If we…

For all their intelligence, Large Language Models (LLMs) like Claude, GPT-4, or Gemini have been living in isolation. They are trapped in their own interfaces (the “chat box”). If we…

The Death of the “One-Shot” Prompt In the early days of Generative AI, the hype focused on the “magic” of a single sentence. We were told that finding the perfect…
The “Unstructured” Data Explosion For the last few decades , the world ran on SQL. If you wanted to store data, you forced it into rows and columns. This works…

Generative AI before RAG was smart but it was only trained on static data ,thus it had few fatal flaws: it could not access the internet to check today’s news,…

An AI chatbot that simply answers questions is no longer impressive; it’s the bare minimum. We have integrated LLMs into everything from schoolwork to enterprise software, but as we push…